Record, CLM, bronze and silver
CLM-430078
Received 2026-06-25T01:23:44Z, line 26,679 of the CLM feed
CLMRule
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | JOYCE | Joyce | Changed |
| Middle | — | — | Unchanged |
| Last name | HUGHES | Hughes | Changed |
| Date of birth | ·1/28/1975 | 1975-01-28 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | ·UHC-03319-12 | UHC-03319-12 | Parsed |
| SSN | NULL | — | Cleared |
| Phone | — | — | Unchanged |
| — | — | Unchanged | |
| Address | 4430 PARK PL | 4430 Park Pl | Changed |
| City | Atlanta | Atlanta | Unchanged |
| State | ga | GA | Changed |
| ZIP | 30309·· | 30309 | Changed |
| Group | NULL | — | Cleared |
| Plan | UNKNOWN | — | Cleared |
- Quality score
- 0.74
- Name key
- joyce|hughes
- Address key
- 4430|park|30309
- Canonical first
- joyce
Quality flags
7 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- Street suffix standardisedStreet suffix standardised to USPS abbreviation (Street to St, Avenue to Ave, and so on)
- Address re-casedStreet line re-cased and punctuation removed
- State code upper-casedTwo-letter state code upper-cased
- Whitespace trimmedLeading or trailing whitespace removed from one or more fields
- Placeholder values clearedPlaceholder tokens such as NULL, N/A, UNKNOWN or "-" treated as empty
Candidate pairs
Every scored comparison involving this record, highest score first
| Other record | Score | Method | Rule | Decision |
|---|---|---|---|---|
| ENR-139457 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-430077 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-003767
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Joyce Hughes, 1975-01-28, 3 records, Verified
Evidence
Matched against ENR-139457
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically40d4f48bef2026-10-22 12:43:53, matching_agentidentity id MBR-003767, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-139457
- Record linked automatically459d4d21f52026-10-19 19:54:38, matching_agentidentity id MBR-003767, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-139457
- Record linked automaticallyb479d48d0c2026-10-19 19:52:08, matching_agentidentity id MBR-003767, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-139457
- Record linked automatically4aadf743f62026-10-19 19:45:42, matching_agentidentity id MBR-003767, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-139457
- Record linked automatically507bae4d222026-10-19 19:32:31, matching_agentidentity id MBR-003767, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-139457
- Record linked automatically8ccb867cc52026-10-19 19:31:28, matching_agentidentity id MBR-013890, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-139671